Project summary
Findings:
Twitter data
Here is a sample of the type of twitter information we obtained.
| created_at | tweet_id | full_text | user_id | user_location | geo_type | geo_coordinates | language | retweet_count | favorite_count | lat | lon |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sat May 11 17:08:11 +0000 2019 | 1.127259e+18 | Oh, wow! This @dunecoffee Kenya Gitura is juicy. Brewed perfectly at French Press. @ The French Press https://t.co/lNWAInlyN2 | 328220132 | Santa Barbara, CA | Point | c(34.42238857, -119.70336554) | en | 0 | 0 | 34.42239 | -119.7034 |
| Thu Dec 03 18:41:32 +0000 2015 | 6.724858e+17 | Some people in these theory classes will bumble on for 5 minutes before they admit they don’t really know what they’re saying. | 270102282 | Los Angeles, CA | Point | c(34.41321134, -119.8505349) | en | 0 | 2 | 34.41321 | -119.8505 |
| Thu Feb 04 09:38:47 +0000 2016 | 6.951797e+17 | When all the stars align and #openingnight hits. You just smile when #santabarbara shines so… https://t.co/cxPgBVXgxU | 45503009 | Santa Barbara, CA | Point | c(34.42431, -119.70685) | en | 0 | 0 | 34.42431 | -119.7069 |
| Thu Dec 22 19:49:55 +0000 2016 | 8.120224e+17 | The more you go within, the greater the out feels and looks AND the less you crave for… https://t.co/EiV9J1EPkX | 45188474 | Santa Barbara, CA. | Point | c(34.42139387, -119.61753992) | en | 0 | 0 | 34.42139 | -119.6175 |
| Thu Mar 05 15:17:30 +0000 2015 | 5.735026e+17 |
Back at it in 2 days! Stoked for this Friday’s show! mixmagmagazine @flosstradamus #jarphotography… https://t.co/mnF66Dywgi |
1048777038 | NA | Point | c(34.41570782, -119.8532751) | en | 0 | 0 | 34.41571 | -119.8533 |
| Sat Jul 02 16:58:17 +0000 2016 | 7.492861e+17 | Flight of the Concords! #thisishowweparty #rocknroll @ Santa Barbara… https://t.co/0NDYQcQMmC | 243076702 | 93274-sho! | Point | c(34.43503, -119.69376606) | en | 0 | 0 | 34.43503 | -119.6938 |
| Sat Apr 11 12:58:51 +0000 2015 | 5.868761e+17 | Too early in a the morning! Looks like a “let’s go do something day” | 2723393101 | NA | Point | c(34.4100693, -119.8585918) | en | 0 | 1 | 34.41007 | -119.8586 |
| Sun Dec 18 03:50:51 +0000 2016 | 8.103315e+17 | Cobb: You create the world of the dream, you bring the subject into that dream, and they fill it… https://t.co/7J5TlEQAxn | 320495620 | Santa Barbara, CA | Point | c(34.4244007, -119.78778133) | en | 0 | 0 | 34.42440 | -119.7878 |
| Wed Sep 27 01:25:24 +0000 2017 | 9.128506e+17 | I’m at Kyle’s Kitchen in Santa Barbara, Calif https://t.co/ftvOMEa4e3 | 30830688 | Santa Barbara, CA | Point | c(34.418392, -119.70044) | en | 0 | 1 | 34.41839 | -119.7004 |
| Mon Dec 31 20:35:41 +0000 2018 | 1.079839e+18 | I just began a hiking workout using #Endomondo. Peptalk me now @ https://t.co/HQX4TIHGlK | 49580724 | Irvine, CA | Point | c(34.516697, -119.793259) | en | 0 | 0 | 34.51670 | -119.7933 |
Required crimson hexagon access
As you zoom in on the map, clusters will disaggregate. You can click on blue points to see the tweet.